no code implementations • 1 Mar 2024 • Jinyang Jiang, Xiaotian Liu, Tao Ren, Qinghao Wang, Yi Zheng, Yufu Du, Yijie Peng, Cheng Zhang
We introduce a deep reinforcement learning (DRL) approach for solving management problems including inventory management, dynamic pricing, and recommendation.
no code implementations • 11 Feb 2024 • Tao Ren, Ruihan Zhou, Jinyang Jiang, Jiafeng Liang, Qinghao Wang, Yijie Peng
Existing alpha mining only employs the neural network agent, unable to utilize the structural information of the solution space.
no code implementations • 2 Jan 2024 • Ziheng Xu, Jianwei Niu, Qingfeng Li, Tao Ren, Chen Chen
In this paper we present NID-SLAM, which significantly improves the performance of neural SLAM in dynamic environments.
no code implementations • 6 Oct 2023 • Zhenkun Zhou, Zikun Song, Tao Ren
Scanner big data has potential to construct Consumer Price Index (CPI).
no code implementations • 29 Aug 2023 • Zexin Li, Tao Ren, Xiaoxi He, Cong Liu
This process ensures the scheduling framework's compatibility with MIMONet and maximizes efficiency.
no code implementations • 13 Jun 2023 • Lan Wang, Ruiling He, Lili Zhao, Jia Wang, Zhengzi Geng, Tao Ren, Guo Zhang, Peng Zhang, Kaiqiang Tang, Chaofei Gao, Fei Chen, Liting Zhang, Yonghe Zhou, Xin Li, Fanbin He, Hui Huan, Wenjuan Wang, Yunxiao Liang, Juan Tang, Fang Ai, Tingyu Wang, Liyun Zheng, Zhongwei Zhao, Jiansong Ji, Wei Liu, Jiaojiao Xu, Bo Liu, Xuemei Wang, Yao Zhang, Qiong Yan, Muhan Lv, Xiaomei Chen, Shuhua Zhang, Yihua Wang, Yang Liu, Li Yin, Yanni Liu, Yanqing Huang, Yunfang Liu, Kun Wang, Meiqin Su, Li Bian, Ping An, Xin Zhang, Linxue Qian, Shao Li, Xiaolong Qi
Validation analysis revealed that the AUCs of DLRP were 0. 91 for GEV (95% CI 0. 90 to 0. 93, p < 0. 05) and 0. 88 for HRV (95% CI 0. 86 to 0. 89, p < 0. 01), which were significantly and robustly better than canonical risk indicators, including the value of LSM and SSM.
no code implementations • 30 Nov 2022 • Zhenkun Zhou, Zikun Song, Tao Ren
Scanner big data has potential to construct Consumer Price Index (CPI).
1 code implementation • CVPR 2021 • Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren
Quick Response (QR) code is one of the most worldwide used two-dimensional codes.
no code implementations • 16 Nov 2020 • Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren
Quick Response (QR) code is one of the most worldwide used two-dimensional codes.~Traditional QR codes appear as random collections of black-and-white modules that lack visual semantics and aesthetic elements, which inspires the recent works to beautify the appearances of QR codes.
no code implementations • 22 Feb 2020 • Guowei Zhang, Tao Ren, Yifan Yang
A new variational mode decomposition (VMD) based deep learning approach is proposed in this paper for time series forecasting problem.